| Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing S Sadegh, J Matschinske, DB Blumenthal, G Galindez, T Kacprowski, ... Nature communications 11 (1), 3518, 2020 | 178 | 2020 |
| Lessons from the COVID-19 pandemic for advancing computational drug repurposing strategies G Galindez, J Matschinske, TD Rose, S Sadegh, M Salgado-Albarrán, ... Nature Computational Science 1 (1), 33-41, 2021 | 114 | 2021 |
| Privacy-preserving artificial intelligence techniques in biomedicine R Torkzadehmahani, R Nasirigerdeh, DB Blumenthal, T Kacprowski, ... Methods of information in medicine 61 (S 01), e12-e27, 2022 | 81 | 2022 |
| sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies R Nasirigerdeh, R Torkzadehmahani, J Matschinske, T Frisch, M List, ... Genome biology 23 (1), 32, 2022 | 52 | 2022 |
| The FeatureCloud platform for federated learning in biomedicine: unified approach J Matschinske, J Späth, M Bakhtiari, N Probul, MM Kazemi Majdabadi, ... Journal of Medical Internet Research 25, e42621, 2023 | 30 | 2023 |
| Flimma: a federated and privacy-aware tool for differential gene expression analysis O Zolotareva, R Nasirigerdeh, J Matschinske, R Torkzadehmahani, ... Genome biology 22 (1), 1-26, 2021 | 27* | 2021 |
| Privacy-aware multi-institutional time-to-event studies J Späth, J Matschinske, FK Kamanu, SA Murphy, O Zolotareva, ... PLOS Digital Health 1 (9), e0000101, 2022 | 15 | 2022 |
| dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning H Cao, Y Zhang, J Baumbach, PR Burton, D Dwyer, N Koutsouleris, ... Bioinformatics 38 (21), 4919-4926, 2022 | 9 | 2022 |
| CTCFL regulates the PI3K-Akt pathway and it is a target for personalized ovarian cancer therapy M Salgado-Albarrán, J Späth, R González-Barrios, J Baumbach, ... npj Systems Biology and Applications 8 (1), 5, 2022 | 6 | 2022 |
| Machine learning–based integration of network features and chemical structure of compounds for SARS‐CoV‐2 drug effect analysis J Späth, RS Wang, M Humphrey, J Baumbach, J Loscalzo CPT: Pharmacometrics & Systems Pharmacology 13 (2), 257-269, 2024 | 2 | 2024 |
| Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt Y Burankova, M Abele, M Bakhtiari, C von Törne, T Barth, L Schweizer, ... arXiv preprint arXiv:2407.15220, 2024 | 1 | 2024 |
| Privacy-preserving federated survival support vector machines for cross-institutional time-to-event analysis: Algorithm development and validation J Späth, Z Sewald, N Probul, M Berland, M Almeida, N Pons, ... JMIR AI 3 (1), e47652, 2024 | 1 | 2024 |
| Privacy-aware Federated Learning for Accelerating Biomedical and Clinical Time-to-Event Analysis JA Späth Staats-und Universitätsbibliothek Hamburg Carl von Ossietzky, 2024 | | 2024 |
| Targeting infectious diseases: The CoVex example S Sadegh, J Matschinske, DB Blumenthal, G Galindez, T Kacprowski, ... RExPO22, 2022 | | 2022 |
Jan BaumbachInstitute for Computational Systems Biology, University of HamburgBestätigte E-Mail-Adresse bei cosy.bio
